Du arbeitest eng mit dem Entwicklungsteam zusammen und integrierst Machine Learning in medizinische Prozesse, während du mit großen Datensätzen und Forschungseinrichtungen kooperierst.
Anforderungen
- •Studies in Informatics or Computer Science
- •Experience in PyTorch, Tensorflow or Keras
- •Publications on top conferences in Machine Learning
- •Relevant coding experience
- •Interest in learning new technologies
- •Fluency in German or English
Deine Aufgaben
- •Direkt mit dem Kernentwicklungsteam arbeiten
- •Modelle auf großen klinischen Datensätzen entwerfen und trainieren
- •Machine Learning in medizinische Arbeitsabläufe integrieren
- •Mit Federated Machine Learning arbeiten
- •Mit führenden Forschungseinrichtungen zusammenarbeiten
- •Zugang zu Hochleistungscomputing-Infrastruktur haben
Deine Vorteile
Tiefes Verständnis der Technologien
Wertvolle praktische Erfahrungen
Hohe Flexibilität und Aufgabenvielfalt
Motivierendes Arbeitsumfeld
Zahlreiche Vorteile und perks
Wettbewerbsfähiges Gehalt
Original Beschreibung
## Machine Learning Engineer (all genders)
###### Permanent employee, Full-time ·München
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##### About this role
Our mission at Avelios is to build the leading software platform for the data-driven digitization of hospitals and patient care. To do so, we have built a modular software platform that digitizes and optimizes workflows in hospitals with cutting-edge technology in a user-friendly way. With our software, we enable hospitals, doctors & nurses to provide their patients with the best possible care.
To continue to shape the future of healthcare, we are looking for a **(Senior) Machine Learning Engineer** as a key member of our development and research team. Your focus will be on implementing state-of-the-art Machine Learning models in a critical environment and working on large-scale infrastructure.
##### Your Responsibilities
* Work directly with our core development team
* Design and train models on large-scale clinical datasets
* Integrate Machine Learning into medical workflows
* Work with Federated Machine Learning
* Work together with top research facilities
* Have access to high performance computing infrastructure
##### Your Qualifications
* Studies in Informatics or Computer Science from a top university or equivalent practical experience
* Experience in one or more: PyTorch, Tensorflow or Keras
* Publications on top conferences or demonstrated state-of-the-art results in Machine Learning applications (Computer Vision and/or NLP)
* Relevant coding experience (GitHub contributions beneficial)
* Interest in learning new technologies
* Fluency in German or English
##### Your Benefits
* A deep understanding of our technologies and proficiency in our modern & relevant tech stack
* Ability to gain valuable hands-on experience in a startup backed by top European VCs
* High flexibility, variety in your tasks and the opportunity to take ownership
* Motivating work environment with a diverse team that enjoys working together
* Many perks & benefits as well as a great office in the heart of Munich
* A competitive salary plus a virtual stock option package